In many transformation programs, the technology works. The business case is approved. The system goes live. And yet, months later, the results are smaller than expected.

Early in my career, I experienced a moment that changed how I think about transformation. It was not in a boardroom or a strategy session. It was on a production line.

That moment led me to a simple equation that now shapes how I approach every change initiative.

The Moment That Changed My View of Transformation

For most of my early career, I worked in luxury automotive product development and launch. My world was timelines, prototypes, and production readiness. Success was measured in precision, experience, and the small...